Django 5: Building a REST API with Django REST Framework
Complete guide to building a professional REST API with Django 5 and DRF. Serializers, ViewSets, JWT authentication and best practices explained.

Django REST Framework (DRF) remains the gold standard for building REST APIs with Python. Combined with Django 5, the framework delivers an exceptional developer experience through powerful serializers, automated ViewSets, and a flexible authentication system. This guide covers the complete creation of a professional API, from installation to testing.
Django REST Framework 3.15 brings full Django 5 support, significant performance improvements, and better integration with native Python types. This combination remains the preferred choice for production Python APIs.
Project Installation and Configuration
Setting up a Django project with DRF requires a few configuration steps. Using a virtual environment and a clear project structure makes long-term maintenance easier.
# terminal
# Create virtual environment and install dependencies
python -m venv venv
source venv/bin/activate # Linux/Mac
# venv\Scripts\activate # Windows
# Install Django 5 and DRF
pip install django djangorestframework
pip install django-filter # Advanced filtering
pip install djangorestframework-simplejwt # JWT authentication
# Create Django project
django-admin startproject config .
python manage.py startapp apiThese commands create a Django project with a dedicated api application for REST endpoints.
# config/settings.py
INSTALLED_APPS = [
'django.contrib.admin',
'django.contrib.auth',
'django.contrib.contenttypes',
'django.contrib.sessions',
'django.contrib.messages',
'django.contrib.staticfiles',
# Third-party apps
'rest_framework',
'rest_framework_simplejwt',
'django_filters',
# Local apps
'api',
]
REST_FRAMEWORK = {
# Default authentication classes
'DEFAULT_AUTHENTICATION_CLASSES': [
'rest_framework_simplejwt.authentication.JWTAuthentication',
'rest_framework.authentication.SessionAuthentication',
],
# Default permissions: authentication required
'DEFAULT_PERMISSION_CLASSES': [
'rest_framework.permissions.IsAuthenticated',
],
# Global pagination
'DEFAULT_PAGINATION_CLASS': 'rest_framework.pagination.PageNumberPagination',
'PAGE_SIZE': 20,
# Filter backends
'DEFAULT_FILTER_BACKENDS': [
'django_filters.rest_framework.DjangoFilterBackend',
'rest_framework.filters.SearchFilter',
'rest_framework.filters.OrderingFilter',
],
}This configuration sets up JWT authentication, default pagination, and filter backends for the entire API.
Creating Data Models
Django models represent the API's data structure. Careful model design simplifies the creation of serializers and views.
# api/models.py
from django.db import models
from django.contrib.auth.models import AbstractUser
from django.core.validators import MinValueValidator, MaxValueValidator
import uuid
class User(AbstractUser):
"""Custom user model with additional fields."""
id = models.UUIDField(
primary_key=True,
default=uuid.uuid4,
editable=False
)
bio = models.TextField(blank=True, max_length=500)
avatar = models.URLField(blank=True)
created_at = models.DateTimeField(auto_now_add=True)
updated_at = models.DateTimeField(auto_now=True)
class Meta:
ordering = ['-created_at']
def __str__(self):
return self.username
class Category(models.Model):
"""Category for organizing articles."""
name = models.CharField(max_length=100, unique=True)
slug = models.SlugField(max_length=100, unique=True)
description = models.TextField(blank=True)
created_at = models.DateTimeField(auto_now_add=True)
class Meta:
verbose_name_plural = 'categories'
ordering = ['name']
def __str__(self):
return self.name
class Article(models.Model):
"""Blog article with author and category relations."""
STATUS_CHOICES = [
('draft', 'Draft'),
('published', 'Published'),
('archived', 'Archived'),
]
id = models.UUIDField(
primary_key=True,
default=uuid.uuid4,
editable=False
)
title = models.CharField(max_length=200)
slug = models.SlugField(max_length=200, unique=True)
content = models.TextField()
excerpt = models.TextField(max_length=300, blank=True)
# Author relation
author = models.ForeignKey(
User,
on_delete=models.CASCADE,
related_name='articles'
)
# Category relation
category = models.ForeignKey(
Category,
on_delete=models.SET_NULL,
null=True,
related_name='articles'
)
status = models.CharField(
max_length=20,
choices=STATUS_CHOICES,
default='draft'
)
views_count = models.PositiveIntegerField(default=0)
published_at = models.DateTimeField(null=True, blank=True)
created_at = models.DateTimeField(auto_now_add=True)
updated_at = models.DateTimeField(auto_now=True)
class Meta:
ordering = ['-created_at']
def __str__(self):
return self.titleUsing UUIDs as primary keys improves security (non-predictable identifiers) and facilitates data distribution.
Always define a custom User model at the start of any project, even without additional fields. Modifying the User model after initial migrations is complex and error-prone.
Serializers: Data Transformation and Validation
Serializers form the core of DRF. These classes transform Python objects to JSON and vice versa, while validating incoming data.
# api/serializers.py
from rest_framework import serializers
from django.contrib.auth import get_user_model
from django.contrib.auth.password_validation import validate_password
from .models import Article, Category
User = get_user_model()
class UserSerializer(serializers.ModelSerializer):
"""Serializer for reading user data."""
# Computed field: number of published articles
articles_count = serializers.SerializerMethodField()
class Meta:
model = User
fields = [
'id', 'username', 'email', 'bio',
'avatar', 'articles_count', 'created_at'
]
# Read-only fields
read_only_fields = ['id', 'created_at']
def get_articles_count(self, obj):
"""Count user's published articles."""
return obj.articles.filter(status='published').count()
class UserCreateSerializer(serializers.ModelSerializer):
"""Serializer for user creation with password validation."""
password = serializers.CharField(
write_only=True,
required=True,
validators=[validate_password],
style={'input_type': 'password'}
)
password_confirm = serializers.CharField(
write_only=True,
required=True,
style={'input_type': 'password'}
)
class Meta:
model = User
fields = [
'id', 'username', 'email', 'password',
'password_confirm', 'bio', 'avatar'
]
def validate(self, attrs):
"""Verify that both passwords match."""
if attrs['password'] != attrs['password_confirm']:
raise serializers.ValidationError({
'password_confirm': 'Passwords do not match.'
})
return attrs
def create(self, validated_data):
"""Create user with hashed password."""
# Remove confirmation field
validated_data.pop('password_confirm')
# Use create_user to hash the password
user = User.objects.create_user(**validated_data)
return user
class CategorySerializer(serializers.ModelSerializer):
"""Serializer for categories with article counter."""
articles_count = serializers.IntegerField(
source='articles.count',
read_only=True
)
class Meta:
model = Category
fields = ['id', 'name', 'slug', 'description', 'articles_count']
class ArticleListSerializer(serializers.ModelSerializer):
"""Lightweight serializer for article listings."""
# Display username instead of UUID
author = serializers.StringRelatedField()
category = serializers.StringRelatedField()
class Meta:
model = Article
fields = [
'id', 'title', 'slug', 'excerpt',
'author', 'category', 'status',
'views_count', 'published_at', 'created_at'
]
class ArticleDetailSerializer(serializers.ModelSerializer):
"""Complete serializer for article details."""
# Include full author data
author = UserSerializer(read_only=True)
category = CategorySerializer(read_only=True)
# Write fields (accepts ID)
category_id = serializers.PrimaryKeyRelatedField(
queryset=Category.objects.all(),
source='category',
write_only=True,
required=False
)
class Meta:
model = Article
fields = [
'id', 'title', 'slug', 'content', 'excerpt',
'author', 'category', 'category_id',
'status', 'views_count',
'published_at', 'created_at', 'updated_at'
]
read_only_fields = ['id', 'author', 'views_count', 'created_at', 'updated_at']
def create(self, validated_data):
"""Automatically assign the author to the logged-in user."""
validated_data['author'] = self.context['request'].user
return super().create(validated_data)Separating ArticleListSerializer (lightweight) and ArticleDetailSerializer (complete) optimizes performance by avoiding unnecessary data loading for list views.
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ViewSets and Automatic Routers
ViewSets group CRUD operations into a single class. Combined with routers, they automatically generate API URLs.
# api/views.py
from rest_framework import viewsets, status, filters
from rest_framework.decorators import action
from rest_framework.response import Response
from rest_framework.permissions import IsAuthenticated, AllowAny, IsAdminUser
from django_filters.rest_framework import DjangoFilterBackend
from django.contrib.auth import get_user_model
from django.utils import timezone
from .models import Article, Category
from .serializers import (
UserSerializer, UserCreateSerializer,
ArticleListSerializer, ArticleDetailSerializer,
CategorySerializer
)
from .permissions import IsAuthorOrReadOnly
from .filters import ArticleFilter
User = get_user_model()
class UserViewSet(viewsets.ModelViewSet):
"""
ViewSet for user management.
Generated endpoints:
- GET /users/ : user list
- POST /users/ : creation (registration)
- GET /users/{id}/ : detail
- PUT/PATCH /users/{id}/ : update
- DELETE /users/{id}/ : delete
- GET /users/me/ : logged-in user profile
"""
queryset = User.objects.all()
filter_backends = [filters.SearchFilter, filters.OrderingFilter]
search_fields = ['username', 'email']
ordering_fields = ['created_at', 'username']
def get_serializer_class(self):
"""Use different serializer for creation."""
if self.action == 'create':
return UserCreateSerializer
return UserSerializer
def get_permissions(self):
"""Dynamic permissions based on action."""
if self.action == 'create':
# Open registration
return [AllowAny()]
if self.action in ['update', 'partial_update', 'destroy']:
# Modification: owner or admin
return [IsAuthenticated()]
return [IsAuthenticated()]
@action(detail=False, methods=['get'])
def me(self, request):
"""Return the logged-in user's profile."""
serializer = self.get_serializer(request.user)
return Response(serializer.data)
@action(detail=False, methods=['patch'])
def update_profile(self, request):
"""Update the logged-in user's profile."""
serializer = self.get_serializer(
request.user,
data=request.data,
partial=True
)
serializer.is_valid(raise_exception=True)
serializer.save()
return Response(serializer.data)
class CategoryViewSet(viewsets.ModelViewSet):
"""
ViewSet for category management.
Only admins can create/update/delete.
"""
queryset = Category.objects.all()
serializer_class = CategorySerializer
lookup_field = 'slug'
filter_backends = [filters.SearchFilter]
search_fields = ['name', 'description']
def get_permissions(self):
"""Public read, admin-only write."""
if self.action in ['list', 'retrieve']:
return [AllowAny()]
return [IsAdminUser()]
class ArticleViewSet(viewsets.ModelViewSet):
"""
ViewSet for article management.
Features:
- Filter by category, status, author
- Text search
- Sort by date, views
- Custom actions (publish, archive)
"""
queryset = Article.objects.select_related('author', 'category')
filter_backends = [DjangoFilterBackend, filters.SearchFilter, filters.OrderingFilter]
filterset_class = ArticleFilter
search_fields = ['title', 'content', 'excerpt']
ordering_fields = ['created_at', 'published_at', 'views_count']
ordering = ['-created_at']
lookup_field = 'slug'
def get_serializer_class(self):
"""Lightweight serializer for lists, complete for detail."""
if self.action == 'list':
return ArticleListSerializer
return ArticleDetailSerializer
def get_permissions(self):
"""Permissions based on action."""
if self.action in ['list', 'retrieve']:
return [AllowAny()]
if self.action == 'create':
return [IsAuthenticated()]
# Update/delete: author or admin
return [IsAuthorOrReadOnly()]
def get_queryset(self):
"""Filter articles based on user."""
queryset = super().get_queryset()
user = self.request.user
# Unauthenticated users: published articles only
if not user.is_authenticated:
return queryset.filter(status='published')
# Admins: all articles
if user.is_staff:
return queryset
# Authenticated users: published + their own articles
from django.db.models import Q
return queryset.filter(
Q(status='published') | Q(author=user)
)
def retrieve(self, request, *args, **kwargs):
"""Increment view counter on each retrieval."""
instance = self.get_object()
instance.views_count += 1
instance.save(update_fields=['views_count'])
serializer = self.get_serializer(instance)
return Response(serializer.data)
@action(detail=True, methods=['post'])
def publish(self, request, slug=None):
"""Publish a draft article."""
article = self.get_object()
if article.status == 'published':
return Response(
{'error': 'Article already published.'},
status=status.HTTP_400_BAD_REQUEST
)
article.status = 'published'
article.published_at = timezone.now()
article.save()
serializer = self.get_serializer(article)
return Response(serializer.data)
@action(detail=True, methods=['post'])
def archive(self, request, slug=None):
"""Archive a published article."""
article = self.get_object()
article.status = 'archived'
article.save()
serializer = self.get_serializer(article)
return Response(serializer.data)Custom actions (@action) add specific endpoints like /articles/{slug}/publish/ without creating new views.
Custom Permissions
Permissions control access to resources. DRF enables creating reusable permissions for complex business rules.
# api/permissions.py
from rest_framework import permissions
class IsAuthorOrReadOnly(permissions.BasePermission):
"""
Custom permission:
- Read: everyone
- Write: object author or admin only
"""
def has_object_permission(self, request, view, obj):
# GET, HEAD, OPTIONS methods are always allowed
if request.method in permissions.SAFE_METHODS:
return True
# Write allowed only for author or admins
return obj.author == request.user or request.user.is_staff
class IsOwnerOrAdmin(permissions.BasePermission):
"""
Permission for user resources:
- Users can access their own resources
- Admins can access everything
"""
def has_object_permission(self, request, view, obj):
# Check if object is the user themselves
if hasattr(obj, 'id') and obj.id == request.user.id:
return True
# Check if object belongs to the user
if hasattr(obj, 'user') and obj.user == request.user:
return True
# Admins have access to everything
return request.user.is_staffThese permissions apply at the object level (has_object_permission) for fine-grained control over each resource.
Custom Filters with django-filter
Filters allow API clients to search and filter data according to different criteria.
# api/filters.py
import django_filters
from .models import Article
class ArticleFilter(django_filters.FilterSet):
"""
Custom filters for articles.
Usage examples:
- /articles/?category=tech
- /articles/?status=published
- /articles/?author=username
- /articles/?created_after=2026-01-01
- /articles/?min_views=100
"""
# Filter by category slug
category = django_filters.CharFilter(
field_name='category__slug',
lookup_expr='exact'
)
# Filter by author username
author = django_filters.CharFilter(
field_name='author__username',
lookup_expr='exact'
)
# Filter by creation date (after)
created_after = django_filters.DateFilter(
field_name='created_at',
lookup_expr='gte'
)
# Filter by creation date (before)
created_before = django_filters.DateFilter(
field_name='created_at',
lookup_expr='lte'
)
# Filter by minimum views
min_views = django_filters.NumberFilter(
field_name='views_count',
lookup_expr='gte'
)
# Filter by title (contains)
title = django_filters.CharFilter(
field_name='title',
lookup_expr='icontains'
)
class Meta:
model = Article
fields = ['status', 'category', 'author']These filters automatically generate documentation in DRF's browsable interface.
Filters on text fields with icontains can be slow on large tables. For full-text search, consider PostgreSQL with SearchVector or Elasticsearch.
URL Configuration and Routers
The DRF router automatically generates RESTful URLs from registered ViewSets.
# api/urls.py
from django.urls import path, include
from rest_framework.routers import DefaultRouter
from rest_framework_simplejwt.views import (
TokenObtainPairView,
TokenRefreshView,
TokenVerifyView,
)
from .views import UserViewSet, CategoryViewSet, ArticleViewSet
# Create router with automatic URL generation
router = DefaultRouter()
router.register(r'users', UserViewSet, basename='user')
router.register(r'categories', CategoryViewSet, basename='category')
router.register(r'articles', ArticleViewSet, basename='article')
urlpatterns = [
# Router-generated URLs
path('', include(router.urls)),
# JWT authentication endpoints
path('auth/token/', TokenObtainPairView.as_view(), name='token_obtain_pair'),
path('auth/token/refresh/', TokenRefreshView.as_view(), name='token_refresh'),
path('auth/token/verify/', TokenVerifyView.as_view(), name='token_verify'),
]# config/urls.py
from django.contrib import admin
from django.urls import path, include
urlpatterns = [
path('admin/', admin.site.urls),
# All API URLs under /api/
path('api/', include('api.urls')),
]This configuration exposes the following endpoints:
POST /api/auth/token/: obtain JWT tokenPOST /api/auth/token/refresh/: refresh tokenGET/POST /api/users/: list and create usersGET/PUT/PATCH/DELETE /api/users/{id}/: operations on a user- And so on for categories and articles.
Advanced JWT Configuration
JWT authentication requires configuration tailored to security and user experience.
# config/settings.py
from datetime import timedelta
SIMPLE_JWT = {
# Access token lifetime
'ACCESS_TOKEN_LIFETIME': timedelta(minutes=30),
# Refresh token lifetime
'REFRESH_TOKEN_LIFETIME': timedelta(days=7),
# Automatic refresh token rotation
'ROTATE_REFRESH_TOKENS': True,
# Blacklist old tokens after rotation
'BLACKLIST_AFTER_ROTATION': True,
# Signing algorithm
'ALGORITHM': 'HS256',
# Signing key (use secret key in production)
'SIGNING_KEY': SECRET_KEY,
# Authorization header prefix
'AUTH_HEADER_TYPES': ('Bearer',),
# Fields included in token
'USER_ID_FIELD': 'id',
'USER_ID_CLAIM': 'user_id',
}Token rotation (ROTATE_REFRESH_TOKENS) strengthens security by invalidating old tokens after each refresh.
Automated API Testing
DRF provides built-in testing tools to validate API behavior.
# api/tests/test_articles.py
from django.test import TestCase
from django.urls import reverse
from rest_framework.test import APIClient
from rest_framework import status
from django.contrib.auth import get_user_model
from api.models import Article, Category
User = get_user_model()
class ArticleAPITestCase(TestCase):
"""Tests for article endpoints."""
def setUp(self):
"""Set up test data."""
self.client = APIClient()
# Create test user
self.user = User.objects.create_user(
username='testuser',
email='test@example.com',
password='testpass123'
)
# Create category
self.category = Category.objects.create(
name='Tech',
slug='tech',
description='Technology articles'
)
# Create published article
self.article = Article.objects.create(
title='Test Article',
slug='test-article',
content='Detailed test content.',
excerpt='Short summary',
author=self.user,
category=self.category,
status='published'
)
def test_list_articles_unauthenticated(self):
"""Published articles are accessible without authentication."""
url = reverse('article-list')
response = self.client.get(url)
self.assertEqual(response.status_code, status.HTTP_200_OK)
self.assertEqual(len(response.data['results']), 1)
def test_list_articles_filters_drafts(self):
"""Drafts are not visible to unauthenticated users."""
# Create a draft
Article.objects.create(
title='Draft Article',
slug='draft-article',
content='Draft content',
author=self.user,
status='draft'
)
url = reverse('article-list')
response = self.client.get(url)
# Only published article is visible
self.assertEqual(len(response.data['results']), 1)
def test_create_article_authenticated(self):
"""An authenticated user can create an article."""
self.client.force_authenticate(user=self.user)
url = reverse('article-list')
data = {
'title': 'New Article',
'slug': 'new-article',
'content': 'New article content.',
'category_id': self.category.id,
}
response = self.client.post(url, data, format='json')
self.assertEqual(response.status_code, status.HTTP_201_CREATED)
self.assertEqual(Article.objects.count(), 2)
# Author is automatically assigned
self.assertEqual(
Article.objects.get(slug='new-article').author,
self.user
)
def test_create_article_unauthenticated(self):
"""An unauthenticated user cannot create an article."""
url = reverse('article-list')
data = {
'title': 'Unauthorized Article',
'slug': 'unauthorized-article',
'content': 'Content',
}
response = self.client.post(url, data, format='json')
self.assertEqual(response.status_code, status.HTTP_401_UNAUTHORIZED)
def test_update_own_article(self):
"""An author can update their own article."""
self.client.force_authenticate(user=self.user)
url = reverse('article-detail', kwargs={'slug': self.article.slug})
data = {'title': 'Modified Title'}
response = self.client.patch(url, data, format='json')
self.assertEqual(response.status_code, status.HTTP_200_OK)
self.article.refresh_from_db()
self.assertEqual(self.article.title, 'Modified Title')
def test_update_other_user_article(self):
"""A user cannot update another user's article."""
other_user = User.objects.create_user(
username='other',
email='other@example.com',
password='otherpass123'
)
self.client.force_authenticate(user=other_user)
url = reverse('article-detail', kwargs={'slug': self.article.slug})
data = {'title': 'Modified Title'}
response = self.client.patch(url, data, format='json')
self.assertEqual(response.status_code, status.HTTP_403_FORBIDDEN)
def test_publish_action(self):
"""The publish action changes the article status."""
draft = Article.objects.create(
title='Draft',
slug='draft',
content='Draft content',
author=self.user,
status='draft'
)
self.client.force_authenticate(user=self.user)
url = reverse('article-publish', kwargs={'slug': draft.slug})
response = self.client.post(url)
self.assertEqual(response.status_code, status.HTTP_200_OK)
draft.refresh_from_db()
self.assertEqual(draft.status, 'published')
self.assertIsNotNone(draft.published_at)
def test_filter_by_category(self):
"""Filtering by category works correctly."""
url = reverse('article-list')
response = self.client.get(url, {'category': 'tech'})
self.assertEqual(response.status_code, status.HTTP_200_OK)
self.assertEqual(len(response.data['results']), 1)
def test_search_articles(self):
"""Text search works."""
url = reverse('article-list')
response = self.client.get(url, {'search': 'Test'})
self.assertEqual(response.status_code, status.HTTP_200_OK)
self.assertEqual(len(response.data['results']), 1)Run tests using the command python manage.py test api.tests.
Error Handling and Standardized Responses
Consistent error handling improves the developer experience for API consumers.
# api/exceptions.py
from rest_framework.views import exception_handler
from rest_framework.response import Response
from rest_framework import status
def custom_exception_handler(exc, context):
"""
Custom exception handler to standardize error responses.
Response format:
{
"success": false,
"error": {
"code": "ERROR_CODE",
"message": "Error description",
"details": {...} # Optional
}
}
"""
# Call the default handler
response = exception_handler(exc, context)
if response is not None:
# Standardize response format
custom_response = {
'success': False,
'error': {
'code': get_error_code(exc),
'message': get_error_message(response.data),
'details': response.data if isinstance(response.data, dict) else None
}
}
response.data = custom_response
return response
def get_error_code(exc):
"""Return an error code based on exception type."""
error_codes = {
'ValidationError': 'VALIDATION_ERROR',
'AuthenticationFailed': 'AUTHENTICATION_FAILED',
'NotAuthenticated': 'NOT_AUTHENTICATED',
'PermissionDenied': 'PERMISSION_DENIED',
'NotFound': 'NOT_FOUND',
'MethodNotAllowed': 'METHOD_NOT_ALLOWED',
'Throttled': 'RATE_LIMIT_EXCEEDED',
}
return error_codes.get(exc.__class__.__name__, 'UNKNOWN_ERROR')
def get_error_message(data):
"""Extract a readable error message from response data."""
if isinstance(data, dict):
if 'detail' in data:
return str(data['detail'])
# Collect validation messages
messages = []
for field, errors in data.items():
if isinstance(errors, list):
messages.extend([f"{field}: {e}" for e in errors])
else:
messages.append(f"{field}: {errors}")
return '; '.join(messages) if messages else 'Validation error'
return str(data)# config/settings.py
REST_FRAMEWORK = {
# ... other configurations
'EXCEPTION_HANDLER': 'api.exceptions.custom_exception_handler',
}Conclusion
Django REST Framework combined with Django 5 offers a complete ecosystem for building professional REST APIs. The power of serializers, the flexibility of ViewSets, and the native integration of JWT authentication enable building robust and secure APIs quickly.
Checklist for a Quality Django API
- ✅ Use separate serializers for reading and writing
- ✅ Implement custom permissions for access control
- ✅ Configure filters for search and sorting
- ✅ Add JWT authentication with token rotation
- ✅ Write unit tests for each endpoint
- ✅ Standardize error response format
- ✅ Document the API via DRF Spectacular or drf-yasg
Start practicing!
Test your knowledge with our interview simulators and technical tests.
DRF's approach encourages reuse and composition: serializers, permissions, and filters combine to create maintainable APIs for the long term. Automatic documentation and the browsable interface accelerate development and facilitate integration for frontend teams.
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Django interview questions covering ORM optimization with select_related and prefetch_related, middleware architecture, and Django REST Framework serializer performance, permissions, and pagination patterns.